Cesar Salcedo

Projects

vTour: Voice-based onboarding framework

Conversational onboarding experiences for your product.

Oct 19, 2024

Muad Deep: end-to-end AI assistant for UI/UX design

Chat-based interactions for 2D canvas manipulation.

Aug 16, 2024

Posterior Sampling for Reinforcement Learning (PSRL)

Release of PSRL package and replica of paper results.

Jul 24, 2023

Posterior Sampling for Reinforcement Learning (PSRL)

Smol-Data: Your Autonomous Data Scientist

Automate the data science pipeline through LLM prompting

Jun 24, 2023

Smol-Data: Your Autonomous Data Scientist

OfflineGPT

Access LLMs in remote areas via SMS

Jun 17, 2023

OfflineGPT

MineDojo vs. MineRL: Empirical Evaluation

TL;DR: Prefer MineDojo over MineRL

Mar 27, 2023

MineDojo vs. MineRL: Empirical Evaluation

Implicit Interactive Fleet Learning (IIFL)

Mitigating the effect of distributional shift in imitation learning

Mar 23, 2023

Implicit Interactive Fleet Learning (IIFL)

Flock Navigation by Coordinated Shepherds via Reinforcement Learning

Solving the shepherding task with multi-agent deep reinforcement learning

Nov 7, 2022

Flock Navigation by Coordinated Shepherds via Reinforcement Learning

Learnable Reward Functions for Reinforcement Learning

Speed up learning convergence by smoothing sparse reward functions

Aug 9, 2022

Learnable Reward Functions for Reinforcement Learning

Unsupervised Image Anomaly Detection

The challenge of detecting anomalies with in-distribution data alone

Apr 19, 2022

Unsupervised Image Anomaly Detection

3D Compression and Rendering of MRI images

Using octrees to compress and render 3D MRI images

Dec 22, 2020

3D Compression and Rendering of MRI images

Draw: Rendering Spatial Data Structures with OpenGL

Rendering of trees in 3D space with OpenGL

Oct 13, 2020

Draw: Rendering Spatial Data Structures with OpenGL

Computer Vision for Chrolophyll Level Estimation

Color correction with object detection and k-means clustering

Jul 19, 2020

Computer Vision for Chrolophyll Level Estimation

Graf: Interactive graph interface for knowledge management

With working, accesible demo available

Apr 8, 2020

Graf: Interactive graph interface for knowledge management